 Alpha-fold 2 has originally been developed to provide highly accurate predictions of protein monomer structures. Here, the authors present a simple adaptation of Alpha-fold 2 that enables structural modeling of peptid protein complexes, and explore the underlying mechanisms and limitations of this approach. This article was authored by Tomat Saban, Julia K. Varga, Oliovrom, and others.